The DOI matches its Crossref record; 4 of the 4 references it cites were found in a registry or an index.
Asynchronous BCI and local neural classifiers: an overview of the adaptive brain interface project
Open accessAbstract
In this communication, we give an overview of our work on an asynchronous brain-computer interface (where the subject makes self-paced decisions on when to switch from one mental task to the next) that responds every 0.5 s. A local neural classifier tries to recognize three different mental tasks; it may also respond "unknown" for uncertain samples as the classifier has incorporated statistical rejection criteria. We report our experience with 15 subjects. We also briefly describe two brain-actuated applications we have developed: a virtual keyboard and a mobile robot (emulating a motorized wheelchair).
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Cites
Reinforcement Learning: An Introduction
Sutton, R. S., & Barto, A. G. (1998) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.1998.712192 · Cited by 27,225
Spherical splines for scalp potential and current density mapping
Perrin, F., Pernier, J., Bertrand, O., & Echallier, J. F. (1989) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(89)90180-6 · Cited by 2,706
Motor imagery and direct brain-computer communication
Pfurtscheller, G., & Neuper, C. (2001) · Proceedings of the IEEE · doi:10.1109/5.939829 · Cited by 1,990
A spelling device for the paralysed
Birbaumer, N., Ghanayim, N., Hinterberger, T., Iversen, I., Kotchoubey, B., Kübler, A., Perelmouter, J., Taub, E., & Flor, H. (1999) · Nature · doi:10.1038/18581 · Cited by 1,577
Cited by
A review of classification algorithms for EEG-based brain–computer interfaces
Lotte, F., Congedo, M., Lécuyer, A., Lamarche, F., & Arnaldi, B. (2007) · Journal of Neural Engineering · doi:10.1088/1741-2560/4/2/r01 · Cited by 2,665
Brain Computer Interfaces, a Review
Nicolas-Alonso, L. F., & Gomez-Gil, J. (2012) · Sensors · doi:10.3390/s120201211 · Cited by 2,143
Bashashati, A., Fatourechi, M., Ward, R. K., & Birch, G. E. (2007) · Journal of Neural Engineering · doi:10.1088/1741-2560/4/2/r03 · Cited by 907
EEG feature extraction based on wavelet packet decomposition for brain computer interface
Ting, W., Guo-zheng, Y., Bang-hua, Y., & Hong, S. (2008) · Measurement · doi:10.1016/j.measurement.2007.07.007 · Cited by 366
Brainwave-driven human-robot collaboration in construction
Liu, Y., Habibnezhad, M., & Jebelli, H. (2021) · Automation in Construction · doi:10.1016/j.autcon.2021.103556 · Cited by 187
Metadata
- Authors
- Millan, J. R., & Mourino, J.
- Venue
- IEEE Transactions on Neural Systems and Rehabilitation Engineering
- Published
- 2003-06
- Volume
- 11
- Issue
- 2
- Pages
- 159-161
- ISSN
- 1534-4320 (ISSN-L)
- 1558-0210
- OpenAlex
- W2149090293
- Cited by
- 292
- References
- 4
- FWCI
- 3.88
- Type
- journal article
- Language
- en
- Open access
- green
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